diff --git a/cpp/cmake/thirdparty/get_cuco.cmake b/cpp/cmake/thirdparty/get_cuco.cmake
index 3a70d34283..dc0bf6a029 100644
--- a/cpp/cmake/thirdparty/get_cuco.cmake
+++ b/cpp/cmake/thirdparty/get_cuco.cmake
@@ -20,6 +20,7 @@ function(find_and_configure_cuco VERSION)
         rapids_cpm_find(cuco ${VERSION}
           GLOBAL_TARGETS      cuco::cuco
           BUILD_EXPORT_SET    raft-exports
+          INSTALL_EXPORT_SET  raft-exports
           CPM_ARGS
             EXCLUDE_FROM_ALL TRUE
             GIT_REPOSITORY https://github.com/NVIDIA/cuCollections.git
diff --git a/cpp/cmake/thirdparty/get_rmm.cmake b/cpp/cmake/thirdparty/get_rmm.cmake
index ffab703091..5a7d54ea4a 100644
--- a/cpp/cmake/thirdparty/get_rmm.cmake
+++ b/cpp/cmake/thirdparty/get_rmm.cmake
@@ -16,7 +16,8 @@
 
 function(find_and_configure_rmm)
     include(${rapids-cmake-dir}/cpm/rmm.cmake)
-    rapids_cpm_rmm(BUILD_EXPORT_SET raft-exports)
+    rapids_cpm_rmm(BUILD_EXPORT_SET raft-exports
+                   INSTALL_EXPORT_SET  raft-exports)
 endfunction()
 
 find_and_configure_rmm()
diff --git a/cpp/cmake/thirdparty/get_thrust.cmake b/cpp/cmake/thirdparty/get_thrust.cmake
index a0ea09483b..03dfecde6a 100644
--- a/cpp/cmake/thirdparty/get_thrust.cmake
+++ b/cpp/cmake/thirdparty/get_thrust.cmake
@@ -16,8 +16,9 @@
 function(find_and_configure_thrust)
     include(${rapids-cmake-dir}/cpm/thrust.cmake)
 
-    rapids_cpm_thrust( NAMESPACE raft )
-    rapids_export_package(BUILD Thrust raft-exports)
+    rapids_cpm_thrust( NAMESPACE raft
+                       BUILD_EXPORT_SET raft-exports
+                       INSTALL_EXPORT_SET raft-exports)
 endfunction()
 
 find_and_configure_thrust()